Remote Sensing Toolkit (RST) automates biophysical indices calculation, preprocessing, and AI-powered outlier detection for reliable multi-temporal remote sensing analysis in QGIS.
The Remote Sensing Toolkit (RST) is a comprehensive QGIS plugin that streamlines remote sensing studies by integrating preprocessing and analysis into a unified workflow. With RST, you can automatically compute biophysical indices such as NDVI, NDWI, NBR, and more, while applying essential preprocessing steps like scaling, cloud masking, and clipping. To ensure clean, trustworthy results, RST includes an AI-based outlier detection module that flags anomalies in your time series, allowing you to focus on insights rather than noise. Ideal for multi-temporal analysis, RST supports batch processing for time series and enables users to monitor vegetation health, water bodies, burned areas, or land use changes with accurate, reproducible maps, all without the need for coding.
If you use Remote Sensing Toolkit (RST) plugin in your research, please cite the related article:
Ezzaher, F.E., Ben Achhab, N., Naciri, H. et al. Remote Sensing Toolkit (RST) plugin for automated multitemporal remote sensing analysis: application to Spain’s 2024 flash flood. Environ Monit Assess 197, 904 (2025). https://doi.org/10.1007/s10661-025-14353-3
Version | QGIS >= | QGIS <= | Date | |||
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1.4 | - | 3.0.0 | 3.99.0 | 404 | rstplugin | 2025-05-10T23:54:27.716124+00:00 |
1.3 | - | 3.0.0 | 3.99.0 | 412 | rstplugin | 2025-03-23T22:58:43.834379+00:00 |
1.2 | - | 3.0.0 | 3.99.0 | 4846 | rstplugin | 2024-06-25T16:29:19.197245+00:00 |
1.1 | - | 3.0.0 | 3.99.0 | 2019 | rstplugin | 2023-10-24T00:34:23.427054+00:00 |
0.1 | - | 3.0.0 | 3.99.0 | 569 | rstplugin | 2023-09-12T13:33:14.444976+00:00 |
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